# MM-SHAP: A Performance-agnostic Metric for Measuring Multimodal Contributions in Vision and Language Models & Tasks

> Research article (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023) · cited 15× · AI/ML

**Wikidata**: [openalex:W4385571395](https://www.wikidata.org/wiki/openalex:W4385571395)  
**Source**: https://4ort.xyz/entity/mm-shap-a-performance-agnostic-metric-for-measuring-multimodal-contributions-in-vision-and-language-models-amp-tasks